Machine Learning Model to Extract Malnutrition Data from Nursing Notes. - Mohammad Alkhalaf; Mengyang Yin; Chao Deng 009; Hui-Chen (Rita) Chang; Ping Yu 004 (MedInfo, 2023)

Applying generative AI with retrieval augmented generation to summarize and extract key clinical information from electronic health records. - Mohammad Alkhalaf; Ping Yu 004; Mengyang Yin; Chao Deng 009 (J. Biomed. Informatics, 2024)

Adapting Generative Large Language Models for Information Extraction from Unstructured Electronic Health Records in Residential Aged Care: A Comparative Analysis of Training Approaches. - Dinithi S. Vithanage; Chao Deng 009; Lei Wang 001; Mengyang Yin; Mohammad Alkhalaf; Zhenyu Zhang; Yunshu Zhu; Ping Yu 004 (J. Heal. Informatics Res., 2025)